On the internal evaluation of unsupervised outlier detection

Henrique O. Marques; Ricardo J. G. B. Campello; Arthur Zimek; Jörg Sander

doi:10.1145/2791347.2791352

On the internal evaluation of unsupervised outlier detection

Henrique O. Marques, Ricardo J. G. B. Campello, Arthur Zimek, Jörg Sander

University of Alberta

Research output: Chapter in Book/Report/Conference proceeding › Book chapter › Research › peer-review

Original language	English
Title of host publication	Proceedings of the 27th International Conference on Scientific and Statistical Database Management, SSDBM '15, La Jolla, CA, USA, June 29 - July 1, 2015
Editors	Amarnath Gupta, Susan L. Rathbun
Number of pages	12
Publisher	Association for Computing Machinery
Publication date	2015
Pages	1-12
Article number	7
DOIs	https://doi.org/10.1145/2791347.2791352
Publication status	Published - 2015
Externally published	Yes

Documents & Links

10.1145/2791347.2791352

http://doi.acm.org/10.1145/2791347.2791352

Cite this

Marques, H. O., Campello, R. J. G. B., Zimek, A., & Sander, J. (2015). On the internal evaluation of unsupervised outlier detection. In A. Gupta, & S. L. Rathbun (Eds.), Proceedings of the 27th International Conference on Scientific and Statistical Database Management, SSDBM '15, La Jolla, CA, USA, June 29 - July 1, 2015 (pp. 1-12). [7] Association for Computing Machinery. https://doi.org/10.1145/2791347.2791352

Marques, Henrique O. ; Campello, Ricardo J. G. B. ; Zimek, Arthur et al. / On the internal evaluation of unsupervised outlier detection. Proceedings of the 27th International Conference on Scientific and Statistical Database Management, SSDBM '15, La Jolla, CA, USA, June 29 - July 1, 2015. editor / Amarnath Gupta ; Susan L. Rathbun. Association for Computing Machinery, 2015. pp. 1-12

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title = "On the internal evaluation of unsupervised outlier detection",

author = "Marques, {Henrique O.} and Campello, {Ricardo J. G. B.} and Arthur Zimek and J{\"o}rg Sander",

year = "2015",

doi = "10.1145/2791347.2791352",

language = "English",

pages = "1--12",

editor = "Amarnath Gupta and Rathbun, {Susan L.}",

booktitle = "Proceedings of the 27th International Conference on Scientific and Statistical Database Management, SSDBM '15, La Jolla, CA, USA, June 29 - July 1, 2015",

publisher = "Association for Computing Machinery",

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Marques, HO, Campello, RJGB, Zimek, A & Sander, J 2015, On the internal evaluation of unsupervised outlier detection. in A Gupta & SL Rathbun (eds), Proceedings of the 27th International Conference on Scientific and Statistical Database Management, SSDBM '15, La Jolla, CA, USA, June 29 - July 1, 2015., 7, Association for Computing Machinery, pp. 1-12. https://doi.org/10.1145/2791347.2791352

On the internal evaluation of unsupervised outlier detection. / Marques, Henrique O.; Campello, Ricardo J. G. B.; Zimek, Arthur et al.

Proceedings of the 27th International Conference on Scientific and Statistical Database Management, SSDBM '15, La Jolla, CA, USA, June 29 - July 1, 2015. ed. / Amarnath Gupta; Susan L. Rathbun. Association for Computing Machinery, 2015. p. 1-12 7.

Research output: Chapter in Book/Report/Conference proceeding › Book chapter › Research › peer-review

TY - CHAP

T1 - On the internal evaluation of unsupervised outlier detection

AU - Marques, Henrique O.

AU - Campello, Ricardo J. G. B.

AU - Zimek, Arthur

AU - Sander, Jörg

PY - 2015

Y1 - 2015

U2 - 10.1145/2791347.2791352

DO - 10.1145/2791347.2791352

M3 - Book chapter

SP - 1

EP - 12

BT - Proceedings of the 27th International Conference on Scientific and Statistical Database Management, SSDBM '15, La Jolla, CA, USA, June 29 - July 1, 2015

A2 - Gupta, Amarnath

A2 - Rathbun, Susan L.

PB - Association for Computing Machinery

ER -

Marques HO, Campello RJGB, Zimek A, Sander J. On the internal evaluation of unsupervised outlier detection. In Gupta A, Rathbun SL, editors, Proceedings of the 27th International Conference on Scientific and Statistical Database Management, SSDBM '15, La Jolla, CA, USA, June 29 - July 1, 2015. Association for Computing Machinery. 2015. p. 1-12. 7 doi: 10.1145/2791347.2791352